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With the increasing frequency and sophistication of cybersecurity threats, particularly phishing attacks, the need for accurate and reliable phishing detection mechanisms has become increasingly critical. This study focuses on identifying the key factors that influence the effectiveness of phishing detection systems. Based on these findings, the research aims to develop an improved phishing detection model and systematically evaluate its performance using established metrics, including accuracy, precision, sensitivity, and F1-score, to ensure its reliability and practical applicability in real-world cybersecurity environments. |
IEEE/ICACT20260061 Slide.02
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